readme tweaks

ioangatop · Apr 5, 2021 · 1e1b760 · 1e1b760
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diff --git a/README.md b/README.md
@@ -36,16 +36,17 @@ models.**
 
 ---
 
-[FiftyOne](http://www.voxel51.com/docs/fiftyone) is an open source ML tool
-created by [Voxel51](https://voxel51.com) that helps you build high-quality
-datasets and computer vision models.
-
-With FiftyOne, you can search, sort, filter, visualize, analyze, and improve
-your datasets without excess wrangling or writing custom scripts. It also
-provides powerful functionality for analyzing your models, allowing you to
-understand their strengths and weaknesses, visualize, diagnose, and correct
-their failure modes, and more. FiftyOne is designed to be lightweight and
-easily integrate into your existing CV/ML workflows.
+Nothing hinders the success of machine learning systems more than poor quality
+data. And without the right tools, improving a model can be time-consuming and
+inefficient.
+
+[FiftyOne](http://fiftyone.ai) supercharges your machine learning workflows by
+enabling you to visualize datasets and interpret models faster and more
+effectively.
+
+Use FiftyOne to get hands-on with your data, including visualizing complex
+labels, evaluating your models, exploring scenarios of interest, identifying
+failure modes, finding annotation mistakes, and much more!
 
 You can get involved by joining our Slack community, reading our blog on
 Medium, and following us on social media:

diff --git a/docs/source/index.rst b/docs/source/index.rst
@@ -166,7 +166,7 @@ _________________
 .. customcalloutitem::
     :header: Working with geolocation
     :description: Many datasets have location metadata, but visualizing location-based datasets has traditionally required closed source or cloud-based tools. FiftyOne provides native support for storing, visualizing, and querying datasets by location.
-    :button_text: Learn about location data
+    :button_text: Visualize your location data
     :button_link: user_guide/plots.html#geolocation-plots
     :image: _static/images/homepage_location.gif